Physics — Soc-Ph explores the fascinating intersection where mathematical laws meet human behavior, using the rigorous tools of physics to understand social dynamics. From modeling the spread of ideas and financial markets to analyzing crowd movements and network connections, this field treats societies as complex systems governed by underlying patterns. It bridges the gap between hard science and the social world, offering fresh perspectives on how we interact, organize, and evolve together.

Gist.Science curates the latest preprints from arXiv in this category, ensuring you stay ahead of emerging research. We process every new submission to provide both accessible plain-language summaries for general readers and detailed technical overviews for experts. This dual approach makes cutting-edge discoveries in sociophysics understandable without sacrificing scientific depth. Below are the latest papers from this rapidly growing field, ready for you to explore.

A method for including socio-demographic factors in social contact matrices for compartment-based epidemic models

This paper presents a method to extend existing age-based social contact matrices by incorporating additional socio-demographic factors using population structure data and mixing assumptions, demonstrating that such stratification significantly alters epidemic dynamics and outcomes, particularly for minority groups.

Vincent X. Lomas, Tim Chambers, Leighton Watson, Michael Plank2026-05-15🔬 physics

Analytical foundation for adversarial synchronization control in oscillator networks

This paper establishes an analytical foundation for adversarial synchronization control in Kuramoto oscillator networks by deriving an exact closed-form expression for the effect of gradient-based perturbations, revealing that finite, coupling-independent increments from repeated kicks explain disproportionate amplification and highlighting fundamental asymmetries between enhancement and suppression.

Kazuhiro Takemoto2026-05-15🌀 nlin

Cities of Knowledge and Big Science in Developing Countries: Luxury or Investment? The GCLSI Case

This paper argues that constructing a second synchrotron in the Greater Caribbean is a financially feasible and strategic investment that will drive regional development by creating "cities of knowledge" and distributing scientific benefits across multiple nations through a network of smaller accelerators, rather than serving as a mere luxury.

Víctor M. Castaño, Leonardo Lomelí-Vanegas, Giorgio Margaritondo, Vanessa Mejía-Casco, Claudio Pellegrini, Galileo Violini2026-05-13🔬 physics

Long-duration electricity storage needs for coping with Dunkelflaute events in Europe

This study analyzes Europe's power sector over 35 historical weather years to conclude that coping with extreme "Dunkelflaute" events in a decarbonized system requires a massive expansion of long-duration electricity storage, amounting to approximately 7% of annual demand, as geographical balancing and fossil-based backups offer limited mitigation.

Martin Kittel, Alexander Roth, Wolf-Peter Schill2026-05-12💰 q-fin

Task complexity shapes internal representations and robustness in neural networks

This paper demonstrates that task complexity fundamentally shapes the internal representations and robustness of neural networks by revealing that hard tasks rely on precise weight magnitudes while easy tasks depend primarily on signed bipartite topology, a distinction quantified by a novel performance gap metric between full-precision and binarized or shuffled models.

Robert Jankowski, Filippo Radicchi, M. Ángeles Serrano, Marián Boguñá, Santo Fortunato2026-05-12🔬 physics